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I laugh when business leaders tell me that they are going to replace their current supplychainplanning technologies with “AI.” Each supplychainplanning technology at the end of 2024, went through disruption–change in CEO, business model shift, layoffs, re-platforming and acquisitions.
Machine learning (ML)a specialized field within artificial intelligence (AI)is revolutionizing demandplanning and supplychain management. According to McKinsey , organizations implementing AI-driven demand forecasting solutions can reduce forecast errors by 30% to 50%.
However, as carbon taxes and emissions reporting requirements continue increasing, supplychain professionals face mounting pressures from inside and outside their organizations to measure and improve performance against new, nebulous sustainability metrics.
When you talk to companies that have implemented enterprise or supplychain applications, executives will usually admit that they have under-invested in training and preparing users to use the new technology. Molex implemented a multi-enterprise supplychain network platform from SAP called SAP Business Network.
The adoption of AI in supplychain automation is enabling companies to make more accurate decisions, reduce cycle times, and better manage complexity. AI in supplychain automation is gradually reshaping how core functions operate, particularly in procurement, warehousing, and logistics.
She wrote, “I have been working in the supplychain for 35 years, and we are still trying to solve the “demand” issue. Solving from a supply side seems to work for many companies I work with. I know that your primary focus is procurement. The distribution models were never tested when implemented.
In follow-up qualitative interviews, one of the largest issues with organizational alignment was metric definition and a clear definition of supplychain excellence. In my post Mea Culpa, I reference my work with the Gartner SupplyChain Hierarchy of Metrics. They do not excel in planning or forecasting.
The logistics and supplychain industry is a critical component of global trade, responsible for moving goods and materials efficiently to meet consumer and business demands. Businesses face heightened uncertainty in managing costs and securing stable energy supplies.
In the fast-paced world of modern supplychains, traditional forecasting methods fall short. Advanced supplychainplanning is being transformed by probabilistic forecasting , which revolutionizes demand forecasting, supplyplanning, and inventory optimization.
In the fast-paced world of modern supplychains, traditional forecasting methods fall short. Probabilistic forecasting is revolutionizing demand forecasting, supplyplanning, and inventory optimization by significantly improving forecast accuracy and decision-making across distribution networks.
Today, in supplychainplanning, this could not be further from reality. In May 2025, one in seven home-purchase agreements fell through resulting in the cancellation of 56,000 purchase contracts. Each is attempting to slather AI on today’s offering: this fueling a hype cycle for agentic AI.
Procurement and supplychain management are often used interchangeably—but in practice, the lines between them can blur in ways that create real friction. Misaligned priorities, siloed systems, and unclear ownership can directly impact key performance indicators like cost savings percentage and procurement cycle time.
The Covid-19 pandemic tested the global supplychain. Like riding a bumpy road, the supplychain leader is riding the ups and downs of changing market conditions facing greater variability day-to-day. Here, based on interviews with supplychain leaders, I share lessons learned. It will not be over soon.
My head is wobbling with announcements, late-night Friday press releases, company name changes, and executive turnover in the supplychainplanning market. Let’s hope that these new executives see the light of a new day. OMP, like o9 and Kinaxis, benefited from the SAP’s APO migration failure.
In my recent Mea Culpa post, I mentioned my prior work on Sales and Operations Planning (S&OP), and the importance of leadership. Leadership and S&OP? If you have walked in the shoes of the supplychain leader, you are probably laughing by now. Is your plan feasible? Sounds easy, right?
While SAP has had procurementanalytics solutions, last year at Spend Connect Live, SAP announced the Spend Control Tower. Daniel Chapman, the senior director of process transformation for procure to pay at Warner Music, was a keynote speaker. SAP’s Business Network is a supplychain collaboration network.
Sudden and significant changes in demand, especially in consumer markets, stack up more challenges, requiring order revision and reallocation. Standard sizes and categorizations play a crucial role in determining the costs associated with shipping products that meet standard criteria in fulfillment centers.
During my current supplychainplanning market research, I have received briefings from several SCP companies. Many say that they are using generative AI, a type of AI that can create new content and ideas, as part of their journey toward autonomous planning. Solvoyo has a metric they call the user acceptance rate.
As supplychains become more interconnected and risks more dynamic, traditional procurement tools fall short. AI agents offer a smarter, faster way to manage sourcing, risk, and spend across the entire procurement lifecycle. What’s the technology behind autonomous procurement agents?
As supplychains become more interconnected and risks more dynamic, traditional procurement tools fall short. AI agents offer a smarter, faster way to manage sourcing, risk, and spend across the entire procurement lifecycle. What’s the technology behind autonomous procurement agents?
(Most of the business networks were hollowed out by venture capitalists or purchased by opportunists. ” My problem is that we move through these hype cycles with little accountability for spending and with a major opportunity cost to not redefine work. The opportunity is to rethink planning. This will not help.
Today, I speak at the North American Manufacturing Association, Manufacturing Leadership Conference, in Nashville on the use of data to improve supplychain resilience. Background The Council of SupplyChain Resilience met for the first time this month. Let’s start the beginning. Think this is possible?
Enterprise procurement leaders are under more pressure than ever—juggling cost control, compliance, supplier risk, and internal complexity, all while trying to modernize outdated systems. AI, automation, and generative tools are redefining efficiency, allowing procurement teams to move from reactive to proactive decision-making.
”) So, I sat across from a stranger on a cold winter night, the only thing that we had in common was our experience in supplychainplanning. . And won’t the supplychain follow suit?” The supplychainplanning industry is fraught with big claims with little substance.
Five years ago, we all thought the COVID-19 pandemic resulted in the most disrupted supplychain landscape we would ever see. Since then, supplychain disruptions and volatility have only increased. With the global e-commerce market predicted to reach $8.1 We were wrong. billion to $23.07
In this type of environment, traditional procurement software and manual processes are insufficient – and many procurement teams are looking to artificial intelligence (AI) for answers. Key Takeaways Understand the potential impact of AI – including Generative AI & AI Agents – in procurement.
Enterprise procurement teams face growing pressure to deliver strategic value – managing supplier risk, ensuring compliance, and supporting sustainability – all without sacrificing speed or control. This blog explores the most common challenges in digital procurement and the capabilities that matter most.
Supplychain efficiency is the cornerstone of success and involves the effective management of processes, resources, and technologies from procurement to production, transportation to warehousing. In the automotive sector, manufacturers are simultaneously reducing inventory costs and delivery times.
Today, we published The SupplyChains to Admire for 2023. The companies with the strongest year-over-year performance (placing in the winner’s circle for six more times in ten years) are Apple, L’Oreal, Nike, Paccar, TJX, and TSMC. SupplyChains to Admire Winners 2023 Examine Your Own Paradigm.
When reviewing strategy decks for supplychain teams, I often see statements like “move from a functional-silo’d focus to a drive a more holistic response.” ” Or “push a shift from a focus on cost to drive value?” Functional Metrics. ” Sound familiar?
This year’s conference brought together industry leaders, tech pioneers, and retail professionals to address challenges and opportunities, to explore technologies and strategies that promise to revolutionize the industry. Here are the key insights we gathered firsthand at this year’s event.
Wikipedia In 2014, I was exploring methods to publish what is now the SupplyChains To Admire report. The use of orbit charts allowed me to see the patterns of performance at the intersection of metrics over time. We purchase data from Y charts. (A We have archived corporate reporting from Y charts for 1982-2023.
Many of the case studies being presented at today’s conferences were born during the pandemic and the post-pandemic turbulence. While companies talk digital, the projects follow traditional supply-centric paths. Almost two decades of reporting. We have not achieved supplychain economies of scale.
In the vast sea of supplychain information, which SCMDOJO supplychain article truly stands out? Dive into our curated list of the top 12 blogs from 2024 that will elevate your supplychain knowledge and give you a competitive edge. Read In Detail About Procurement Department Here 2.
I seethed as the news stations celebrated supplychain success for the December holidays. The health of the supplychain underpins our economy. When the supplychain is sick, all industries suffer. The dramatic increase in cost is a major factor in inflation: driving the 11.5% I am worried.
Supply shortages resulting in empty shelves or parking lots of WIP inventory represent a spectre causing supplychain leaders to reconsider supplychain inventory practices. planning offers an alternative to swinging the pendulum and as the strategy that provides the supplychain resilience leaders seek.
Supplychain excellence is easier to say than to explain. Executive teams strive to drive improvement in supplychain results; yet, sadly, only four percent of public companies succeed. The supplychain is a complex non-linear system. Understanding this relationship requires modeling. The reason?
That’s why staying on top of the latest supplychainplanning trends is so important – they can make all the difference when it comes to staying competitive, reducing costs, and meeting your customers’ needs. Planners have been using control towers to spot issues and take action.
With the advent of the digital era, supplychain has transformed dramatically. To increase flexibility, responsiveness, and competitiveness in the long run, the investment in supplychain digitalization will increase by 10%-15% over the next few years. If trends hold, we will achieve touchless supplychains very soon.
Traditionally, procurement has been a process weighed down by manual tasks, fragmented systems, and endless paperwork. Today, procurement is undergoing a transformation. While procurement teams have long worked to add strategic value, Artificial Intelligence (AI) amplifies their impact.
The basic frame of supplychainplanning–functional taxonomies for optimization on a relational database–must be redesigned before supplychain leaders can reap the benefit of deep learning, neural networks, and evolving forms of Artificial Intelligence (AI). Let’s start with a basic definition.
Strategic sourcing and innovative solutions are often viewed as two distinct procurement tools, but they should not be seen in isolation. Think of them as apples and gearseach essential and effective on its own, yet when combined; they create a formidable mechanism for achieving procurement excellence.
Note: Today’s post is part of our “ Editor’s Choice ” series where we highlight recent posts published by our sponsors that provide supplychain insights and advice. This article is from Michael Balint at Solvoyo and looks at the fresh produce supplychain. To read the article, click HERE.
These clothing companies have revolutionized how consumers purchase, wear, and dispose of their clothing. First, in the early 2000s, advancements in data analytics, RFID, and localized supplychains fueled the rise of “fast fashion.” Now Let’s Get to The SupplyChain & Logistics News for the Week!
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